



import argparse
import os
import re


a      :  List[Any]			     =			'src/transformers'

# Pattern that looks at the indentation in a line.
a      :  Optional[Any]			     =			re.compile(r'^(\s*)\S')
# Pattern that matches `"key":" and puts `key` in group 0.
a      :  int			     =			re.compile(r'^\s*"([^"]+)":')
# Pattern that matches `_import_structure["key"]` and puts `key` in group 0.
a      :  List[str]			     =			re.compile(r'^\s*_import_structure\["([^"]+)"\]')
# Pattern that matches `"key",` and puts `key` in group 0.
a      :  Any			     =			re.compile(r'^\s*"([^"]+)",\s*$')
# Pattern that matches any `[stuff]` and puts `stuff` in group 0.
a      :  List[str]			     =			re.compile(r'\[([^\]]+)\]')







def  lowerCAmelCase_	(lowerCAmelCase__:		int  ):





			"""simple docstring"""


			UpperCAmelCase_:		Dict							      =     _re_indent.search(lowerCAmelCase__  )
			return "" if search is None else search.groups()[0]







def  lowerCAmelCase_	(lowerCAmelCase__:		Any		,						lowerCAmelCase__:		Any=""		,						lowerCAmelCase__:		Optional[int]=None		,						lowerCAmelCase__:		Any=None  ):





			"""simple docstring"""


			UpperCAmelCase_:		Any							      =     0
			UpperCAmelCase_:		Any							      =     code.split("""\n"""  )
			if start_prompt is not None:
						while not lines[index].startswith(lowerCAmelCase__  ):
									index += 1
						UpperCAmelCase_:		Dict							      =     ["""\n""".join(lines[:index]  )]
			else:
						UpperCAmelCase_:		List[str]							      =     []

			# We split into blocks until we get to the `end_prompt` (or the end of the block).
			UpperCAmelCase_:		Union[str, Any]							      =     [lines[index]]
			index += 1
			while index < len(lowerCAmelCase__  ) and (end_prompt is None or not lines[index].startswith(lowerCAmelCase__  )):
						if len(lines[index]  ) > 0 and get_indent(lines[index]  ) == indent_level:
									if len(lowerCAmelCase__  ) > 0 and get_indent(current_block[-1]  ).startswith(indent_level + """ """  ):
												current_block.append(lines[index]  )
												blocks.append("""\n""".join(lowerCAmelCase__  )  )
												if index < len(lowerCAmelCase__  ) - 1:
															UpperCAmelCase_:		int							      =     [lines[index + 1]]
															index += 1
												else:
															UpperCAmelCase_:		int							      =     []
									else:
												blocks.append("""\n""".join(lowerCAmelCase__  )  )
												UpperCAmelCase_:		List[str]							      =     [lines[index]]
						else:
									current_block.append(lines[index]  )
						index += 1

			# Adds current block if it's nonempty.
			if len(lowerCAmelCase__  ) > 0:
						blocks.append("""\n""".join(lowerCAmelCase__  )  )

			# Add final block after end_prompt if provided.
			if end_prompt is not None and index < len(lowerCAmelCase__  ):
						blocks.append("""\n""".join(lines[index:]  )  )

			return blocks







def  lowerCAmelCase_	(lowerCAmelCase__:		str  ):





			"""simple docstring"""


			def _inner(lowerCAmelCase__:		List[str]  ):
						return key(lowerCAmelCase__  ).lower().replace("""_"""		,						""""""  )

			return _inner







def  lowerCAmelCase_	(lowerCAmelCase__:		Dict		,						lowerCAmelCase__:		Union[str, Any]=None  ):





			"""simple docstring"""


			def noop(lowerCAmelCase__:		Optional[int]  ):
						return x

			if key is None:
						UpperCAmelCase_:		Tuple							      =     noop
			# Constants are all uppercase, they go first.
			UpperCAmelCase_:		Tuple							      =     [obj for obj in objects if key(lowerCAmelCase__  ).isupper()]
			# Classes are not all uppercase but start with a capital, they go second.
			UpperCAmelCase_:		Optional[Any]							      =     [obj for obj in objects if key(lowerCAmelCase__  )[0].isupper() and not key(lowerCAmelCase__  ).isupper()]
			# Functions begin with a lowercase, they go last.
			UpperCAmelCase_:		List[str]							      =     [obj for obj in objects if not key(lowerCAmelCase__  )[0].isupper()]

			UpperCAmelCase_:		Any							      =     ignore_underscore(lowerCAmelCase__  )
			return sorted(lowerCAmelCase__		,						key=lowerCAmelCase__  ) + sorted(lowerCAmelCase__		,						key=lowerCAmelCase__  ) + sorted(lowerCAmelCase__		,						key=lowerCAmelCase__  )







def  lowerCAmelCase_	(lowerCAmelCase__:		Optional[int]  ):





			"""simple docstring"""


			def _replace(lowerCAmelCase__:		Union[str, Any]  ):
						UpperCAmelCase_:		Optional[Any]							      =     match.groups()[0]
						if "," not in imports:
									return F'[{imports}]'
						UpperCAmelCase_:		Union[str, Any]							      =     [part.strip().replace("""\""""		,						""""""  ) for part in imports.split(""","""  )]
						# We will have a final empty element if the line finished with a comma.
						if len(keys[-1]  ) == 0:
									UpperCAmelCase_:		Dict							      =     keys[:-1]
						return "[" + ", ".join([F'"{k}"' for k in sort_objects(lowerCAmelCase__  )]  ) + "]"

			UpperCAmelCase_:		Optional[int]							      =     import_statement.split("""\n"""  )
			if len(lowerCAmelCase__  ) > 3:
						# Here we have to sort internal imports that are on several lines (one per name):
						# key: [
						#     "object1",
						#     "object2",
						#     ...
						# ]

						# We may have to ignore one or two lines on each side.
						UpperCAmelCase_:		Optional[Any]							      =     2 if lines[1].strip() == """[""" else 1
						UpperCAmelCase_:		List[Any]							      =     [(i, _re_strip_line.search(lowerCAmelCase__  ).groups()[0]) for i, line in enumerate(lines[idx:-idx]  )]
						UpperCAmelCase_:		Dict							      =     sort_objects(lowerCAmelCase__		,						key=lambda lowerCAmelCase__  : x[1]  )
						UpperCAmelCase_:		Tuple							      =     [lines[x[0] + idx] for x in sorted_indices]
						return "\n".join(lines[:idx] + sorted_lines + lines[-idx:]  )
			elif len(lowerCAmelCase__  ) == 3:
						# Here we have to sort internal imports that are on one separate line:
						# key: [
						#     "object1", "object2", ...
						# ]
						if _re_bracket_content.search(lines[1]  ) is not None:
									UpperCAmelCase_:		List[Any]							      =     _re_bracket_content.sub(_replace		,						lines[1]  )
						else:
									UpperCAmelCase_:		Optional[int]							      =     [part.strip().replace("""\""""		,						""""""  ) for part in lines[1].split(""","""  )]
									# We will have a final empty element if the line finished with a comma.
									if len(keys[-1]  ) == 0:
												UpperCAmelCase_:		List[Any]							      =     keys[:-1]
									UpperCAmelCase_:		Union[str, Any]							      =     get_indent(lines[1]  ) + """, """.join([F'"{k}"' for k in sort_objects(lowerCAmelCase__  )]  )
						return "\n".join(lowerCAmelCase__  )
			else:
						# Finally we have to deal with imports fitting on one line
						UpperCAmelCase_:		List[str]							      =     _re_bracket_content.sub(_replace		,						lowerCAmelCase__  )
						return import_statement







def  lowerCAmelCase_	(lowerCAmelCase__:		Dict		,						lowerCAmelCase__:		Union[str, Any]=True  ):





			"""simple docstring"""


			with open(lowerCAmelCase__		,						encoding="""utf-8"""  ) as f:
						UpperCAmelCase_:		Union[str, Any]							      =     f.read()

			if "_import_structure" not in code:
						return

			# Blocks of indent level 0
			UpperCAmelCase_:		Union[str, Any]							      =     split_code_in_indented_blocks(
			    lowerCAmelCase__		,						start_prompt="""_import_structure = {"""		,						end_prompt="""if TYPE_CHECKING:"""  )

			# We ignore block 0 (everything untils start_prompt) and the last block (everything after end_prompt).
			for block_idx in range(1		,						len(lowerCAmelCase__  ) - 1  ):
						# Check if the block contains some `_import_structure`s thingy to sort.
						UpperCAmelCase_:		Union[str, Any]							      =     main_blocks[block_idx]
						UpperCAmelCase_:		Union[str, Any]							      =     block.split("""\n"""  )

						# Get to the start of the imports.
						UpperCAmelCase_:		str							      =     0
						while line_idx < len(lowerCAmelCase__  ) and "_import_structure" not in block_lines[line_idx]:
									# Skip dummy import blocks
									if "import dummy" in block_lines[line_idx]:
												UpperCAmelCase_:		Optional[Any]							      =     len(lowerCAmelCase__  )
									else:
												line_idx += 1
						if line_idx >= len(lowerCAmelCase__  ):
									continue

						# Ignore beginning and last line: they don't contain anything.
						UpperCAmelCase_:		Optional[Any]							      =     """\n""".join(block_lines[line_idx:-1]  )
						UpperCAmelCase_:		Union[str, Any]							      =     get_indent(block_lines[1]  )
						# Slit the internal block into blocks of indent level 1.
						UpperCAmelCase_:		Optional[int]							      =     split_code_in_indented_blocks(lowerCAmelCase__		,						indent_level=lowerCAmelCase__  )
						# We have two categories of import key: list or _import_structure[key].append/extend
						UpperCAmelCase_:		Tuple							      =     _re_direct_key if """_import_structure = {""" in block_lines[0] else _re_indirect_key
						# Grab the keys, but there is a trap: some lines are empty or just comments.
						UpperCAmelCase_:		List[str]							      =     [(pattern.search(lowerCAmelCase__  ).groups()[0] if pattern.search(lowerCAmelCase__  ) is not None else None) for b in internal_blocks]
						# We only sort the lines with a key.
						UpperCAmelCase_:		Union[str, Any]							      =     [(i, key) for i, key in enumerate(lowerCAmelCase__  ) if key is not None]
						UpperCAmelCase_:		List[Any]							      =     [x[0] for x in sorted(lowerCAmelCase__		,						key=lambda lowerCAmelCase__  : x[1]  )]

						# We reorder the blocks by leaving empty lines/comments as they were and reorder the rest.
						UpperCAmelCase_:		Tuple							      =     0
						UpperCAmelCase_:		Tuple							      =     []
						for i in range(len(lowerCAmelCase__  )  ):
									if keys[i] is None:
												reorderded_blocks.append(internal_blocks[i]  )
									else:
												UpperCAmelCase_:		Union[str, Any]							      =     sort_objects_in_import(internal_blocks[sorted_indices[count]]  )
												reorderded_blocks.append(lowerCAmelCase__  )
												count += 1

        # And we put our main block back together with its first and last line.
						UpperCAmelCase_:		Any							      =     """\n""".join(block_lines[:line_idx] + reorderded_blocks + [block_lines[-1]]  )

			if code != "\n".join(lowerCAmelCase__  ):
						if check_only:
									return True
						else:
									print(F'Overwriting {file}.'  )
									with open(lowerCAmelCase__		,						"""w"""		,						encoding="""utf-8"""  ) as f:
												f.write("""\n""".join(lowerCAmelCase__  )  )







def  lowerCAmelCase_	(lowerCAmelCase__:		Optional[Any]=True  ):





			"""simple docstring"""


			UpperCAmelCase_:		List[Any]							      =     []
			for root, _, files in os.walk(lowerCAmelCase__  ):
						if "__init__.py" in files:
									UpperCAmelCase_:		Optional[int]							      =     sort_imports(os.path.join(lowerCAmelCase__		,						"""__init__.py"""  )		,						check_only=lowerCAmelCase__  )
									if result:
												UpperCAmelCase_:		Dict							      =     [os.path.join(lowerCAmelCase__		,						"""__init__.py"""  )]
			if len(lowerCAmelCase__  ) > 0:
						raise ValueError(F'Would overwrite {len(lowerCAmelCase__  )} files, run `make style`.'  )


if __name__ == "__main__":
	a      :  Any			     =			argparse.ArgumentParser()
	parser.add_argument('--check_only', action='store_true', help='Whether to only check or fix style.')
	a      :  Optional[Any]			     =			parser.parse_args()

	sort_imports_in_all_inits(check_only=args.check_only)











def  lowerCAmelCase_	(lowerCAmelCase__:		Union[str, Any]		,						lowerCAmelCase__:		Optional[int]  ):





			"""simple docstring"""


			UpperCAmelCase_:		List[str]							      =     0
			UpperCAmelCase_:		Tuple							      =     len(lowerCAmelCase__  ) - 1

			while left <= right:
						# avoid divided by 0 during interpolation
						if sorted_collection[left] == sorted_collection[right]:
									if sorted_collection[left] == item:
												return left
									else:
												return None

						UpperCAmelCase_:		Dict							      =     left + ((item - sorted_collection[left]) * (right - left)) // (
						    sorted_collection[right] - sorted_collection[left]
						)

						# out of range check
						if point < 0 or point >= len(lowerCAmelCase__  ):
									return None

						UpperCAmelCase_:		str							      =     sorted_collection[point]
						if current_item == item:
									return point
						else:
									if point < left:
												UpperCAmelCase_:		int							      =     left
												UpperCAmelCase_:		str							      =     point
									elif point > right:
												UpperCAmelCase_:		List[str]							      =     right
												UpperCAmelCase_:		Optional[int]							      =     point
									else:
												if item < current_item:
															UpperCAmelCase_:		Optional[Any]							      =     point - 1
												else:
															UpperCAmelCase_:		Any							      =     point + 1
			return None







def  lowerCAmelCase_	(lowerCAmelCase__:		Dict		,						lowerCAmelCase__:		List[Any]		,						lowerCAmelCase__:		Any		,						lowerCAmelCase__:		Any  ):





			"""simple docstring"""


			if sorted_collection[left] == sorted_collection[right]:
						if sorted_collection[left] == item:
									return left
						else:
									return None

			UpperCAmelCase_:		Union[str, Any]							      =     left + ((item - sorted_collection[left]) * (right - left)) // (
			    sorted_collection[right] - sorted_collection[left]
			)

			# out of range check
			if point < 0 or point >= len(lowerCAmelCase__  ):
						return None

			if sorted_collection[point] == item:
						return point
			elif point < left:
						return interpolation_search_by_recursion(lowerCAmelCase__		,						lowerCAmelCase__		,						lowerCAmelCase__		,						lowerCAmelCase__  )
			elif point > right:
						return interpolation_search_by_recursion(lowerCAmelCase__		,						lowerCAmelCase__		,						lowerCAmelCase__		,						lowerCAmelCase__  )
			else:
						if sorted_collection[point] > item:
									return interpolation_search_by_recursion(
									    lowerCAmelCase__		,						lowerCAmelCase__		,						lowerCAmelCase__		,						point - 1  )
						else:
									return interpolation_search_by_recursion(
									    lowerCAmelCase__		,						lowerCAmelCase__		,						point + 1		,						lowerCAmelCase__  )







def  lowerCAmelCase_	(lowerCAmelCase__:		Dict  ):





			"""simple docstring"""


			if collection != sorted(lowerCAmelCase__  ):
						raise ValueError("""Collection must be ascending sorted"""  )
			return True


if __name__ == "__main__":
	import sys
	a      :  Optional[Any]			     =			0
	if debug == 1:
		a      :  int			     =			[10, 30, 40, 45, 50, 66, 77, 93]
		try:
			__assert_sorted(collection)
		except ValueError:
			sys.exit('Sequence must be ascending sorted to apply interpolation search')
		a      :  int			     =			67

	a      :  Any			     =			interpolation_search(collection, target)
	if result is not None:
		print(F'''{target} found at positions: {result}''')
	else:
		print('Not found')






